# Copyright 2018 The Kubeflow Authors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

FROM gcr.io/ml-pipeline/ml-pipeline-kubeflow-trainer:0.0.18
#FROM tensorflow/tensorflow:1.11.0-py3

RUN apt-get update -y && apt-get install --no-install-recommends -y -q ca-certificates python-dev python-setuptools wget unzip git

RUN easy_install pip

RUN pip install google-api-python-client

RUN cd / && \
    wget -nv https://dl.google.com/dl/cloudsdk/release/google-cloud-sdk.zip && \
    unzip -qq google-cloud-sdk.zip -d tools && \
    rm google-cloud-sdk.zip && \
    tools/google-cloud-sdk/install.sh --usage-reporting=false \
        --path-update=false --bash-completion=false \
        --disable-installation-options && \
    tools/google-cloud-sdk/bin/gcloud -q components update \
        gcloud core gsutil && \
    tools/google-cloud-sdk/bin/gcloud config set component_manager/disable_update_check true && \
    touch /tools/google-cloud-sdk/lib/third_party/google.py

ENV PATH $PATH:/tools/node/bin:/tools/google-cloud-sdk/bin

RUN mkdir -p /babyweight/src && \
    cd /babyweight/src && \
    git clone https://github.com/GoogleCloudPlatform/training-data-analyst && \
    rm -rf /ml/trainer

COPY train.sh ./

ENTRYPOINT ["bash", "./train.sh"]
